2019 21st International Conference on Advanced ...

IEEE Catalog Number: ISBN:

CFP19561-POD 978-1-5386-9518-0

2019 21st International Conference on Advanced Communications Technology (ICACT 2019)

PyeongChang, South Korea 17 – 20 February 2019

Copyright © 2019, Global IT Research Institute All Rights Reserved *** This is a print representation of what appears in the IEEE Digital Library. Some format issues inherent in the e-media version may also appear in this print version. IEEE Catalog Number: CFP19561-POD ISBN (Print-On-Demand): 978-1-5386-9518-0 ISBN (Online): 979-11-88428-02-1 ISSN: 1738-9445 Additional Copies of This Publication Are Available From: Curran Associates, Inc 57 Morehouse Lane Red Hook, NY 12571 USA Phone: (845) 758-0400 Fax: (845) 758-2633 E-mail: [email protected] Web: www.proceedings.com

1A :1

6

11

16

21

Session 1B : Distributed & Cloud Computing26

32

38

42

47

Session Wireless Communication 11 Analysis of Radio Communication Networks in Underground Mining for Emergencies

Batzorig Bazargur*, Otgonbayar Bataa*, Uuganbayar Budjav*, Gantuya Gantumur**

*Mongolian University of Science and Technology, Mongolia, **Pusan National University, Korea

2 A PDSI-based Online Fault Configuration Approach for Communication Network in Power Grid Simulation

Haowei YANG*, Jianlu WANG*, Xiang GAO*, Huibo LI*, Duk Kyung KIM**, and Peng GONG*

*Beijing Institute of Technology, Inha University, Korea

3 A Novel Ranging Code based on improved Logistic Map Chaotic Sequences

Rui XUE*, Yang XIONG*, Qinglin CHENG**

*Harbin Engineering University, **Shanghai Aerospace Electronic Technology Institute China

4 A Novel Ultra-Wideband Antenna Operating in the frequency band of 2.5-40GHz

Shuai Deng*,**, Shuhui Yang*, Minqiao Liu*, Ziyuan Zhang*, Li Lei*

*Communication University of China, **South China University of Technology, China

5 End to End Latency incurred in Cooperative Communication System

Engr. Syed Asad Ali*, Dr. Gul Shahzad**,Dr. Fahim Aziz Umrani*

*Mehran University of Engineering and Technology, **DHA Suffa University Karachi, Pakistan

1 Street Parked Vehicles Based Vehicular Fog Computing: TCP Throughput Evaluation and Future Research Direction

Fatin Hamadah Rahman*, Awangku Yura Muhammad Iqbal*, S.H. Shah Newaz*,**, Au Thien Wan*, Md. Shamim Ahsan***

*Universiti Teknologi Brunei (UTB), Brunei Darussalam, **KAIST Institute for Information Technology Convergence, Korea, ***Khulna University, Bangladesh,

2 An External Data Integrity Tracking and Verification System for Universal Stream Computing System Framework

Wang Hongyuan*

*China Academy of Electronics and Information Technology, LoongCloud Common Product Research Institute, China

3 PUE or GPUE: A Carbon-Aware Metric for Data Centers

Fawaz AL-Hazemi*, Alaelddin Fuad Yousif Mohammed*, Lemi Isaac Yoseke Laku*, Rayan Alanazi**

Korea Advanced Institute of Science and Technology (KAIST), **Dankook National University (DKU). Korea

4 DBN Based Cloud Service Response Time Prediction Method

Yan Gao*, Bin Zhang**, Si Wang*, Anxiang Ma*

*Northeastern University, **Software College Northeastern University, China

5 Game Based SBCA Cloud Resource Adjustment Method

Yan Gao*, Bin Zhang**, Mengzhu Lu*, Anxiang Ma*

*Northeastern University, **Software College Northeastern University, China

1C :52

56

61

67

71

Session 1D : Web Service & Computational Thinking77

81

85

Session Block chain & Cryptocurrency 11 A High-Performance Parallel Computation Hardware Architecture in ASIC of SHA-256 Hash

Xiaoyong Zhang*, Ruizhen WU*, Mingming Wang*, Lin Wang*

*Intel Mobile Communications Technology (Xi’an) Ltd, Xi’an Shaanxi Province China

2 A Blockchain based Credit Analysis Framework for Efficient Financial Systems

Sabyasachi Chakraborty*, Satyabrata Aich*, Sim Jong Seong*, Hee-Cheol Kim*

*Inje University, Korea

3 The Governance of Digital Forensic Investigation in Law Enforcement Agencies

Da-Yu Kao, Ni-Chen Wu, Fuching Tsai

Central Police University, Taiwan

4 Analysis of Bitcoin Exchange Using Relationship of Transactions and Addresses

Seongho Hong, Heeyoul Kim

Kyonggi University, Korea

5 An Efficiency Evaluation Model for Designing Optimal Scheduling Mechanisms in N+X Hybrid Blockchain

Peipei Wang, Kun Meng, Shuqin Li

Beijing Information Science and Technology University, China

1 Effect of AI Recommendation System on the Consumer Preference Structure in e-Commerce: Based on Two types of Preference

Namjun CHA*, Hosoo CHO*, Sangman LEE*, Junseok HWANG*

*Seoul National University, Korea

2 Video Diffusion in User-generated Content Website: An empirical analysis of Bilibili

Li Yan, Namjun Cha, Hosoo Cho, Junseok Hwang

*Seoul National University, Korea

3 Technologies for Super Micro Websites: Itty.bitty vs. Docs365 Itty Bitty

Yuta Nemoto, Vitaly Klyuev

The University of Aizu, Japan

2A :91

N/A

102

107

111

Session 2B : Mobile Communication 1115

120

124

129

Session Wireless Communication 21 A Deep Learning Based Social-aware D2D Peer Discovery Mechanism

*Waseda University, **The University of Electro-Communications, †Shibaura Institute of Technology, ††Global Information and Telecommunication Institute, Waseda University,Japan

2 Interference analysis between Maritime ESIM and 5G system in the 28GHz band

Ho-Kyung Son, Young-Jun Chong

ETRI(Electronics and Telecommunications Research Institute), Korea

3 Channel Estimation and Equalization Methods for ZP-OFDM under Highly Mobile Environments

Saha TANANGSANAKOOL*, Pongsathorn REANGSUNTEA***, Kazuo MORI** and Pisit BOONSRIMUANG*

*KMITL, Thailand, **Mie University, Japan, ***Focuz Manufacturing Co., Ltd., Thailang

4 A MOVING DIRECTION PROPOSAL TO SAVE ENERGY CONSUMPTION FOR MOBILE SINK IN WIRELESS SENSOR NETWORK

Tran Cong Hung*, Dang Thi Ngoc*, Phan Thi The**, Le Ngoc Hieu*, Luan N.T. Huynh***, Le Dien Tam**

*Posts & Telecommunications Institute of Technology, **Thu Duc College, Vietnam, ***Kyung Hee University, Korea

5 Cross-correlation index and multiple-access performance of even-degree Gold codes

Olanrewaju Bola Wojuola

North-West University, South Africa

1 A PAPR Reduction for FBMC-OQAM Signals using ABC-OPTS Scheme

Pitchaya BOONTRA*, Tanairat MATA**, Arif DATAESATU*, Kazuo MORI***, and Pisit BOONSRIMUANG*

*King Mongkut’s Institute of Technology Ladkrabang (KMITL), **Rajamangala University of Technology Krungthep (RMUTK), Thailand, ***Mie University, Japan

2 1.8V-to-1.0V CMOS 65 nm MIPI RFFE Interface Circuit for Millimeter-wave Beamforming Array

Seunghyun Jang*, Sunwoo Kong*, Hui-Dong Lee*, Jeehoon Park*, Kwang-Seon Kim*, Kwang-Chun Lee*

ETRI (Electronics and Telecommunications Research Institute), Daejeon, Korea

3 A Smart Android Based Parking System to Reduce the Tra c Congestion of Dhaka City

Nawsheen Promy, Sadman Islam

Military Institute of Science and Technology, Bangladesh

4 Exploiting Heterogeneous Networks model for Cluster Formation and Power Allocation in Uplink NOMA

Arbab Waheed Ahmad*, Nasir Mehmood Bahadar*

*CECOS University, Pakistan

2C :134

138

142

147

153

Session 2D : Ubiquitous & Optical Network159

164

168

1734 Fabrication of 53 Gb/s Optical Transceiver over 40-km transmission with PAM4 modulation

Sang-Moon Shin*, Hong-Beom Kim*, Jae-Woo Kim**

*R&D Department, ARTECH Co., Ltd., **University of Kumoh National Institute of Technology, Korea

Session Block chain & Cryptocurrency 21 New Function and Configuration of Future Network for Blockchain Platform Operation

Suyeon KIM*, Chang Su LEE**, Hyun K. KAHNG**

*Keimyung University, **Korea University, Korea

2 A Review on Benefits of IoT Integrated Blockchain based Supply Chain Management Implementations across Different Sectorswith Case Study

Satyabrata Aich*, Sabyasachi Chakraborty*, Mangal Sain**, Hye-in Lee*, Hee-Cheol Kim*

*Inje University, **Dongseo University, Korea

3 Blockchain-based secure firmware management system in IoT environment

Minsung Son, Heeyoul Kim


4 Ethereum-based Emergency Service for Smart Home System: Smart Contract Implementation

Yu Nandar Aung, Thitinan Tantidham

Mahidol University, Thailand

5 BlockSubPay -A Blockchain Framework for Subscription-Based Payment in Cloud Service

Yustus Eko Oktian, Elizabeth Nathania Witanto, Sandra Kumi, Sang-Gon Lee

Dongseo University, Korea

1 Design of a routing scheme for bulk data transfers in multi-domain SnF OCS networks

Qian Liu*, Xiao Liny**, Shengnan Yue*, Weiqiang Sun*, Weisheng Hu*

*Shanghai Jiao Tong University, **Fuzhou University, China

2 Autonomous network traffic control system based on intelligent edge computing

Kwihoon Kim*, Yong-Geun Hong*

*ETRI(Electronics and Telecommunications Research Institute), Korea

3 Discovery of Suitable Node Number for Wireless Sensor Networks Based on Energy Consumption using Cooja

King Mongkut’s University of Technology North Bangkok, Thailand

2E :176

182

187

191

196

201

Session OpenFlow, Future Web, IoT1 Internet Of Things (IOT) Cybersecurity based on the Hybrid Cryptosystem

Ming-Shen Jian, Yu-En Cheng, Chen-Han Shen

National Formosa University, Taiwan

2 An Improved Binary Grey Wolf Optimizer for Dependent Task Scheduling in Edge Computing

Kaihua Jiang* **, Hong Ni*, Peng Sun*, Rui Han*

*Institute of Acoustics, Chinese Academy of Sciences, **University of Chinese Academy of Sciences, China

3 Risk and avoidance strategy for blocking mechanism of SDN-based security service

Minjae Byun*, Yongjun Lee*, Jin-Young Choi*

*Korea university, Korea

4 Smart Flying Umbrella Drone on Internet of Things: AVUS

Kamolov Ahmadhon, Mohammed Abdulhakim Al-Absi, Hoon Jae Lee, SuHyun Park


5 A Resource Saving MAC/IP Handling Method for Low-Power Wireless TCP Packet Network

Jong Beom Kim*, Jae Woo Ahn*, Jong Oh Kim**, Seong Gon Choi*

*Chungbuk University, **Fisys, Korea

6 Software-Defined Dynamic Bandwidth Management

Yao-Chung Chang*, Yung-Chiao Chen**, Tsung-Hau Chen***, Jiann-Liang Chen**, Shih-Ping Chiu** and Wei-Hsiu Chang**

*National Taitung University, **National Taiwan University of Science & Technology, ***National Taiwan Ocean University, Taiwan

3A :206

212

217

222

228

Session 3B : Mobile Communication 2233

239

249

256

Session Wireless Communication 31 Fairness based Power Allocation Optimization in Dense Full Duplex D2D Networks

Zhenwei ZHANG*, Hua QU*, Jihong ZHAO*,**, Zhirong LUAN*

*Xi’an Jiaotong University, **Xi’an University of Posts and Telecommunications, China

2 High-Speed Data Transmission with Beam-Steering using Silicon Optical Phased Array

Hyun-Woo Rhee, Minchul Kim, Jong-Bum You, Hyo-Hoon Park

Korea Advanced Institute of Science and Technology (KAIST), Korea

3 Determining ICT indicators using entropy theory

Narantuya Erkhembaatar, Otgonbayar Bataa

Mongolian University of Science and Technology, Mongolia

4 High Precision Industrial Wireless LAN System with Asynchronous Communication

Tran Thi Thao Nguyen, Makoto Tsurita, Kyoshiro Sakamoto, Yuhei Nagao, Masayuki Kurosaki and Hiroshi Ochi

Kyushu Institute of Technology, JAPAN

5 Design of an UWB Microstrip Antenna With DGS Based on Genetic Algorithm

Ziyuan Zhang* **, Shuhui Yang*, Minqiao Liu*, Shuai Deng*, Lei Li*

*Communication University of China, **Posts and Telecommunications University of Beijing, China

1 Comparative analysis of radio propagation models for LTE network on the sky train

Arif DATAESATU*, Pornpawit BOONSRIMUANG**, Kazuo MORI***, and Pisit BOONSRIMUANG*

*King Mongkut’s Institute of Technology Ladkrabang (KMITL), **Suan Sunandha Rajabhat University, Thailand, ***Mie University, Japan

2 Performance Evaluation: Two Flood-Cancellation Methods of the Blocking Expanding Ring Searches on the AODV/WiFi MANETEnvironment

Kwi-Yil Gwak*, SangWoo Park*, JooSeok Song*

*Yonsei University, Korea

3 Security Challenge and Issue of Mobile Banking in Republic of Uzbekistan: A State of Art Survey

Azamjon Abdullaev*, Mohammed Abdulhakim Al-Absi*, Ahmed Abdulhakim Al-Absi**, Mangal Sain*, Young-Sil Lee***, Hoon Jae Lee ***

*Dongseo University, **Kyungdong University, Korea

4 Performance Evaluation of Physical Random Access Channel in 5G New Radio

Gweon-Do Jo*, Young Ha Lee*

* ETRI(Electronics and Telecommunications Research Institute), Korea

3C :260

265

269

273

279

N/A

Session 3D : Smart City, ERP, CRM, SCM 1292

295

299

305

314

Session Block chain & Cryptocurrency 31 A Secure Healthcare System Design Framework using Blockchain Technology

Sabyasachi Chakraborty*, Satyabrata Aich*, Hee-Cheol Kim*

*Inje University, Korea

DESIGN OF SECURE MOBILE PAYMENT SYSTEM WITH BIOMETRIC AUTHENTICATION BASED ON CONNECTED OBJECTS

Abdou Khadre Dieylani FALL*, Ahmed Dooguy KORA*, Hamidou DATHE**

*Ecole Supérieure Multinationale des Télécommunications, **Cheikh Anta Diop University. SENEGAL

2Sang-Oun LEE*, Hyunseok JUNG*, Bosuk Han *

*EPIKAR Inc., Korea

3 Online test and management system using blockchain network

Seung Jae Pee*, Eung Seon Kang*, Jae Geun Song*, Ju Wook Jang*

*Sogang University, Korea

3 Integration Agricultural Knowledge and Internet of Things for Multi-Agent Deficit Irrigation Control

Yi-Wei Ma, Jin-Qiu Shi, Jiann-Liang Chen, Chia-Chi Hsua and Chen-Hao Chuang

National Taiwan University of Science and Technology, Taiwan

4 Towards the Application of Blockchain technology for Smart Grids in Kazakhstan

Dinar Orazgaliyev*, Yerbolat Lukpanov,* Ikechi A. Ukaegbu* H.S.V.Sivanand Kumar Nunna*

*Nazarbayev University, Kazakhstan

5 Multi-Factor Authentication in Cyber Physical System: A State of Art Survey

Sanjar Ibrokhimov*, Kueh Lee Hui**, Ahmed Abdulhakim Al-Absi*** hoon jae lee* and Mangal Sain*

*Dongseo University, **Dong-A University, Kyungdong University- Global Campus, Korea

6

1 The Service Scenario of Road Environment Improvement Based on Crowd Sourcing for Smart City

Seung Han Choi*, Seok Bong Yoo*, Deock Gu Jee*, Mi Kyong Han*

*Electronics and Telecommunications Research Institute, Korea

2 Network Virtualization System for Smart Grid Data Acquisition System

Seonyong Jeong*, Yongjae Leey**, Seungwon Shiny**

*Graduate School of Information Security, KAIST, **School of Electrical Engineering, KAIST, Daejeon, Korea

4 Design and Implementation of Autonomous Collaboration System of Smart Things using accumulated Experience knowledge

Chang-Su LEE*, Sweung-Won CHEUNG**, Seong-Soon JOO***, Hyun-Kook KAHNG*

*Korea University, **Hanwha Techwin Co, Ltd., ***ETRI (Electronics and Telecommunications Research Institute), Korea

5 The SPI Synchronization Method for Data Efficiency and Integrity between MCUs

Jae Kyu Lee*, Jae Woo Ahn*, Jong Oh Kim**, Seong Gon Choi*


3E :320

325

330

334

339

Session Software Platform & Smart Service 11 An Interactive Interface for Information Exchanging between QualNet and Virtual Machine for IP Based Network

Qi Meng*, Peng Gong*, Yu Liu***, Huibo Li*, Cheying Li*, ,Dan Shan**,*

*Beijing Institute of Technology, **Shenyang Jianzhu University, ***China Telecom Corporation, China

2 A PDSI-based Static Route Online Configuration Method for QualNet Simulator

Huibo LI*, Peng GONG*, Yu LIU***, Guolin LI*, Dan SHAN**,*


3 An Interactive Interface of QualNet for DigSilent in Power Grid Simulation

Xiang GAO*, Peng GONG*, Yu LIU***, Qi MENG*, Cheying LI*, and Dan SHAN**,*


4 Analysis of Task Success Rate for Classifying 2D-Touch and 3D-Touch through Threshold

JinHyuck Park, ChoonSung Nam, JangYeol Lee, DongRyeol Shin

SungKyunKwan University, Korea

5 Chinese Spam Data Filter Model in Mobile Internet

Yitao Yang*, Runqiu Hu**, Guozi Sun**, and Chengyan Qiu**

*Nanjing Forest Police College, **Nanjing University of Posts and Telecommunications, China

4A :344

351

360

366

372

Session 4B : Industry 4.0, AI, Big Data 1385

390

395

402

408

Session Wireless Communication 41 Optimal Threshold Analysis for Triggering Fail-Safe Mechanism in Vehicular Ad Hoc Networks

Kumar Sharshembiev*, Seong-Moo Yoo*, Yong-Kab Kim**, Geun-Ho Jeong**

*The University of Alabama in Huntsvil le, USA, **Wonkwang University, Korea

2 IEEE 802.15.4 Historical Evolution and Trends

Alberto Gallegos Ramonet, Taku Noguchi

College of Information Science and Engineering Ritsumeikan University, Japan

3 Passive Geolocation with Unmanned Aerial Vehicles using TDOA-AOA Measurement Processing

Grigoriy Fokin

Petersburg State University of Telecommunications, Russia

4 Power Optimization for Energy Efficiency in Cell-Free Massive MIMO with ZF Receiver

Yao Zhang, Haotong Cao, Meng Zhou and Longxiang Yang*

Nanjing University of Posts and Telecommunications, China

5 A New Statistical Received Signal Strength (RSS) Model Based Fingerprint Approach for WLAN Indoor Localization Application

Mai A. Abd El-Halim*, Adel M. Said**, Hadia El- Hennawy*

*Telecom Egypt - Ain Shams University, **National Telecommunication Institute, Egypt

1 Interactive AI for Linguistic Education Built on VR Environment Using User Generated Contents

WooHyun Park*, DoJin Park*, ByungJune Ahn*, SeokHun Kang*, HaengYeong Kim*, RaeHyeon Kim*, JaeHeum Na**

*Sungkyunkwan Universit, **Kangwon National University, Korea

2 A Comparative Study of Face Recognition Algorithms under Facial Expression and Illumination

Ali Rehman Shinwari*, Asadullah Jalali Balooch*, Ala Abdulhakim Alariki**, Sami Abduljali l Abdulhak**

*Kabul University of Afghanistan, **American University of Afghanistan, Afghanistan

3 A YOLO-based Separation of Touching-Pigs for Smart Pig Farm Applications

Jihyun Seo*, Jaewon Sa*, Younchang Choi*, Yongwha Chung*, Daihee Park*, Hakjae Kim**

*Korea University, Sejong, ***Class Act Co., Ltd., Korea

4 Application of Big Data in Smart Grids: Energy Analytics

Azamat Marlen*, Askar Maxim*, Ikechi A. Ukaegbu*, H. S. V. S. Kumar Nunna*


5 A Multiple-Loss Dual-Output Convolutional Neural Network for Fashion Class Classification

Okeke Stephen*, Uchenna Joseph Maduh**, Sanjar Ibrokhimov*, Kueh Lee Hui***, Ahmed Abdulhakim Al-Absi****and Mangal Sain*

*Dongseo University, **Yeungnam University, ***Dong-A University, ****Kyungdong University- Global Campus,, Korea

4C :413

419

425

431

435

Session 4D : Smart City, ERP, CRM, SCM 2440

443

447

453

Session Information & Network Security 11 Cybercrime Countermeasure of Insider Threat Investigation

Da-Yu KAO


2 A Learning Kit on IPv6 Deployment and its Security Challenges for Neophytes

Abidah Mat Taib, Nor Arzami Othman, Ros Syamsul Hamid, Iman Hazwam Abd Halim

Universiti Teknologi MARA (UiTM), Malaysia

3 Aggregated Risk Modelling of Personal Data Privacy in Internet of Things

Jinhong YANG, Chul-Soo KIM, Md Mehedi Hassan ONIK

Inje University, Korea

4 Proposal of PingPong-128 Countermeasure against Power Analysis Attack

Young-Jin Kang, Ki-Hwan Kim, Hoon Jae Lee


5 An efficient MSD protection and authentication scheme for automotive ICT based emergency call system

Nam-Uk Kim*, Tai-Myoung Chung*

*Sungkyunkwan University, Korea

1 Implementation of greenhouse service control protocol using Python on Raspberry PI

Wook Hyun*, Mi Young Huh**, Ju Young Park*

*ETRI (Electronics and Telecommunications Research Institute), Daejeon, Korea

2 Implementation of Packet Queue with Two Dimensional Array on Embedded System

Jae-Woo AHN*, Jong-Oh KIM**, Seong-Gon CHOI*


3 Development of a General Reporting Program for Measurement Uncertainty

Sun HWANG*, Jin-Chun WOO** and Thomas Byeongnam YOON***

*Kyung Hee University, **Korea Research Institute of Standards and Science (KRISS), korea, ***Information Technology Institute of Vietnam National University (ITI-VNU),Vietnam.

4 Implementation of PV Monitoring System Using Python

Shinyuk Kang, Ilwoo Lee


4E :456

460

467

471

Session Software Platform & Smart Service 21 Fine Dust Forecast Based on Recurrent Neural Networks

Sunwon Kang, Namgi Kim and Byoung-Dai Lee


4 Smart Farming Education Service based on ulearning environment

Heechang chung*, Dongil kim*, Soonghee lee**, Sokpal Cho*

*Dongeui university, **Inje university, Korea

2 Churn Resilience of Distributed Content Service System on Smart Terminals Network

Hanxing Xue* **, Jiali You* **, Jinlin Wang* **

*Institute of Acoustics, Chinese Academy of Sciences, **University of Chinese Academy of Sciences, China

3 Multisensory Capture System for the Preservation of Traditional Painting

Soonchul Jung , Taewon Choi , Yoon-Seok Choi , In-Su Jang , Jae Woo Kim , Jin-Seo Kim

*ETRI(Electronics and Telecommunications Research Institute), Korea

5A :475

479

483

488

492

498


511

516

522

527The Fourth Industrial Revolution: Towards Energy 4.0 in Kazakhstan

Aisultan ALIMKHAN*, Adilkhan MAKHAMBAYEV*, Ikechi A. UKAEGBU*


Session Wireless Communication 51 Synchronization and Cell Search Procedure in 3GPP 5G NR Systems

Youngil Jeon, Hyeongsook Park, Eunyoung Choi


2 Sensitive Network Architecture Algorithm based on LED Optical Wireless Communication

Tae-Gyu LEE *

*Pyeongtaek University, Korea

3 Throughput Analysis in Cooperative Spectrum Sensing Network using an Improved Energy Detector

M. Ranjeeth, S. Anuradha

Warangal, Telangana, India

4 Signal Assemblage Based Wideband Spectrum Sensing for OFDM Cognitive Radios

Han Qing, Siji Chen, Md Liton Ali, and Bin Shen

Chongqing University of Posts and Telecommunications (CQUPT), China

5 SVM and Decision Stumps Based Hybrid AdaBoost Classification Algorithm for Cognitive Radios

Siji Chen, Bin Shen, Xin Wang, and Hebiao Wu

Chongqing University of Posts and Telecommunications(CQUPT), Key Laboratory of Mobile Communication Technology, China

6 Mathematical Model for Bit-error-rate of a Spread-Spectrum System

Olanrewaju Bola Wojuola

North-West University, South Africa

1 Artificial Intelligence Hybrid Learning Architecture for Malware Families Classification

Yan-Ju Chen*, Wen-Han Kuo*, Sung-Yun Tsai*, Jiann-Liang Chen*, Yu-Hung Chen*, Wei-Zhao Xu**

*National Taiwan University of Science and Technology, **Cybersecurity Technology Institute for Information Industry, Taiwan

2 Improving Credit Risk Prediction in Online Peer-to-Peer (P2P) Lending Using Feature selection with Deep learning

Van-Sang Ha*, Dang-Nhac Lu**, Gyoo Seok Choi***, Ha-Nam Nguyen****, Byeongnam Yoon****

*Academy of Finance, **Academy of Journalism and Communication, Vietnam, ***Chungwoon University, Korea, ****Vietnam National University, Vietnam

3 Domain Specific NMT based on Knowledge Graph Embedding and Attention

Hao Yang, Gengui Xie, Ying Qin, Song Peng

Huawei Technologies CO., LTD

4 Dynamic Container-based Resource Management Framework of Spark Ecosystem

Nawab Muhammad Faseeh Qureshi*, Isma Farah Siddiqui**, Asad Abbas***, Ali Kashif Bashir****, Keehyun Choi*, Jaehyoun Kim* and Dong Ryeol Shin*

*Sungkyunkwan University, Korea, **Mehran University of Engineering & Technology, ***University of Lahore, Pakistan, ****University of Faroe Islands, Faroe Islands

5

5C :533

539

545

552

Session 5D : Process mining & e-Services 1558

563

569

573

583

Session Information & Network Security 21 Counterfeit Fingerprint Detection of Outbound HTTP Traffic with Recurrent Neural Network

Chi-Kuan Chiu*, Te-En Wei*,**, Hsiao-Hsien Chang*, Ching-Hao Mao*

*CyberTrust Technology Institute, Institute for Information Industry, **National Taiwan University of Science and Technology, Taiwan

2 Automated IT Audit of Windows Server Access Control

Sutthinee PONGSRISOMCHAI, Sudsanguan NGAMSURIYAROJ


3 RECSRF: Novel Technique to Evaluate Program Security using Dynamic Disassembly of Machine Instructions

Asanga Wanniarachchi*, Chandana Gamage*

*University of Moratuwa, Sri Lanka

4 Event Observation of Date-time Stamps for ADS Reconstruction

Da-Yu KAO*, Yuan-Pei Chen*, En-Cih Chang**

*Central Police University, **Taipei City Police Department, Taiwan

1 A Conservation Genetic Algorithm for Optimization of the E-commerce Logistics Distribution Path

Rui FU*, Mohammed Abdulhakim Al-Absi*, Ahmed Abdulhakim Al-Absi**, Hoon Jae Lee**

Dongseo University, **Kyungdong University, Korea

2 An Online Web-based Adaptive Tutoring System for University Exit Exam on IT Literacy

Charoenchai Wongwatkit

Mae Fah Luang University, Thailand

4 Digital Story-Telling: A Methodology of Web Based Learning of Teaching of Folklore Studies

Papiya Chatterjee*, Deepanjali Mishra*, Lily Kumari Padhi*, Jyotirmayee Ojha*, Ahmed Abdulhakim Al-Absi** and Mangal Sain***

*Department School of Humanities KIT University Bhubaneswar, India, **Kyungdong University, ***Dongseo University, Korea

5

6 The Evaluation System for the Computer Simulation of the Crackles in Respirations

Meng-Lun Hsueh Huey-Dong Wu* , Bing-Yuh Lu***

*Hwa Hsia University of Technology, Taiwan, **National Taiwan University Hospital, Taiwan, *** Tungnan University, Taiwan

3 Consideration on the variation of financial data of institutions for canonical correlation analysis

Masaaki Ida

National Institution for Academic Degrees and Quality Enhancement of Higher Education, Japan

579Complex Control-Flow Constructs Detection from Process Related Data

*University of Ulsan, Korea

5E :589

592

600

606

Session Industry 4.0, AI, Big Data 31 Comparative Analysis of Electricity Consumption at Home through a Silhouette-score prospective

Hyun Wong Choi, Nawab Muhammad Faseeh Qureshi and Dong Ryeol Shin

Sungkyunkwan University, Korea

4 Industry 4.0: Redefining Manufacturing in Kazakhstan

Sabit Shaiholla*, Asset Bekov*, Ikechi A. Ukaegbu*


2 A Comparison of the Effects of Data Imputation Methods on Model Performance

Wooyoung Kim*, Wonwoong Cho*, Jangho Choi**, Jiyong Kim**, Cheonbok Park*, Jaegul Choo*

*Korea University, **Electronic Telecommunications Research Institute (ETRI),, Korea

3 Virtual Power Plant in Industry 4.0: The Strategic Planning of Emerging Virtual Power Plant in Kazakhstan

Madina Kenzhina*, Ileskhan Kalysh*, Ikechi Ukaegbu*, Sivanand K. Nunna*


6A :610

616

620

624


635

639

644

648

Session Network Management & NGN, IPTV1 ATM Heist Threats: A Proposed ICT Governance Strategy

Da-Yu KAO


4 The Method of Health Management on Satellite Constellation Network

Li Jing*, Shi Jin Xia**, Li Shuai*, Liao QiuYue*

*Xing Yi Space Technology Co. LTD, **Xian Satell ite Control Center, China

2 How to Create a Network Slice? - A 5G Core Network Perspective

Wangbong Lee, Taeheum Na, Jeongyun Kim


3 Study on the Efficiency Evaluation System of Distribution Communication Collaboration Network

WeiDong Feng*, Yong Sun **, ***, Zheng Zhou*, Peng Zhan*, YaoYi Jiao *

*State Grid Hubei Electric Power Information Communication Company, **Beijing University of Posts and Telecommunications, ***Beijing Key Laboratory of Network SystemArchitecture and Convergence, China

1 Modelling Chlorophyll-a Concentration using Deep Neural Networks considering Extreme Data Imbalance and Skewness

Jang-Ho Choi, Jiyong Kim, Jongho Won, Okgee Min


2 Personal Data Privacy Challenges of the Fourth Industrial Revolution

Md Mehedi Hassan ONIK, Chul-Soo KIM, Jinhong YANG

Inje University, Korea

3 Analysis of Electricity Consumption at Home Using K-means Clustering Algorithm

Hyun Wong Choi, Nawab Muhammad Faseeh Qureshi and Dong Ryeol Shin

Sungkyunkwan University, Korea

4 TED: A Tetrominoes based edge descriptor

Yun-Xia Liu*, Yang Yang**, Peng Jigang***, Liu Haowei***, Ping Haipeng***, Zhang Heng***

*University of Jinan, **Shandong University, ***Shandong province's electronic information products quality supervision and inspection Institute, China

5 Intelligent monitoring of indoor surveillance video based on deep learning

Yun-Xia Liu*, Yang Yang**, Aijun Shi**, Peng Jigang***, Liu Haowei***

*University of Jinan, **Shandong University, ***Shandong province's electronic information products quality supervision and inspection Institute, China

6C :654

660

664

672

Session 6D : Process mining & e-Services 2676

681

686

692

697

703

Session Information & Network Security 31 Intrusion Detection by Deep Learning with TensorFlow

Navaporn Chockwanich, Vasaka Visoottiviseth


2 Log Layering Based on Natural Language Processing

Hanji Shen*,**, Chun Long*, Wei Wan*, Jun Li*, Yakui Qin*, Yuhao Fu*, Xiaofan Songa

*Computer Network Information Center, Chinese Academy of Sciences, **University of Chinese Academy of Sciences, China

3 TRAPDROID: Bare-Metal Android Malware Behavior Analysis Framework

*Sabanci University, Turkey, **PRODAFT, Switzerland

4Sang-Oun LEE*, H.J. SEO**

*The University of Chicago Harris School of Public Policy, USA, **The Attached Institute of ETRI, Daejeon, Korea

5 Strategies of Learning: A Methodology of Teaching Language Through Digitalisation

Lili Kumari Padhi*, Deepanjali Mishra* Papiya Chatterjee* Jyotirmayee Ojha* and Mangal Sain**

*Department School of Humanities KIT University Bhubaneswar, India, **Dongseo University, Korea

1 Proposition of Health Care System Driven by IoT and KMS for Remote Monitoring of Patients in Rural Areas: Pediatric Case

Kéba GUEYE *, Bessan M. DEGBOE *, Samuel OUYA*, Ngartabé KAG-TEUBE

*University Cheikh Anta Diop of Dakar, Senegal

2 Classifying User Reviews at Sentence and Review Levels Utilizing Naïve Bayes

Yoichi Saito*, Vitaly Klyuev*

*University of Aizu, Japan

3 A Study on EA based IT Governance

Byeongnam Yoon*, Pham Dinh Lam*, Pham Hai Son**, Pham Thanh Dat***, Do Van Thien****, Viet-Vu Vu *, Do Hong Quan*, Do Nang Toan*

*Vietnam National University, **ITC Ministry of Science & Technology, ***ITC Ministry of Health, Vietnam

4 A Temporal Work Transference Event Log Trace Classification Algorithm and Its Experimental Analysis

Dinh-Lam Pham*, Hyun Ahn*, Kwanghoon Kim*

*KYONGGI UNIVERSITY, Korea

6 Digital Transformation of the Public Service Delivery System in Uzbekistan

Sang-Chul Shin*, Zafar M. Rakhmatullayev*

*e-Government Center, Republic of Uzbekistan

6E :710

714

718

722

728

734

Session System Software & Work Method1 Space Sharing Effects on Manycore Systems

Seung-Jun Cha, Seung Hyup Jeon, Ramneek, Yeonjeong Jeong, Jin Mee Kim, Sungin Jung

Electronics and Telecommunications Research Institute, Korea

2Kyong Hee Lee, Whui Kim, Hyun Kyun Choi, Byung Tae Jang


3 Design of 3D Animation Builder with HLA Based Distributed Simulations

Sangha CHOI, Wooshik KIM, Sugjoon YOON

Sejong University, Korea

4 Nirob: A Next Generation Green Earth Technology Based Innovative System for Metropolitan Sound Pollution Management

Jafrul Islam Sojol*, Md. Hashmi Shihab*, Tanvir Ahamed*, Md. Abu Sayed Siam*, Dr. Shahnewaz Siddique*

*North South University, Bangladesh

5 Performance Evaluation of Apache Storm With Writing Scripts

Lemi Isaac Yoseke Laku, Alaelddin Fuad Yousif Mohammed, Fawaz AL-Hazemi, Chan-Hyun Youn

Korea Advanced Institute of Science and Technology (KAIST), Korea

6 Smart School Bus: Ensuring Safety On The Road For School Going Children

Jafrul Islam Sojol*, Md. Sakib Alam*, Nazmul Hossain*, Tamanna Motahar*

*North South University, Bangladesh.

Volume. 7 Issue. 1 (Session : 1J) 5J

1 An Improvement of a Checkpoint-based Distributed Testing Technique on a Big Data Environment

1081

Bhuridech Sudsee, Chanwit Kaewkasi

School of Computer Engineering, Suranaree University of Technology, Nakhon Ratchasrima, Thailand

2 Improving K Nearest Neighbor into String Vector Version for Text Categorization 1091

Taeho JoSchool of Game, Hongik University, 2639 Sejongro Sejong South Korea

6J

1098

1108

Volume. 7 Issue. 2 (Session : 2J)

1 Analyzing WannaCry Ransomware Considering the Weapons and Exploits

Da-Yu KAO*, Shou-Ching HSIAO**, Raylin TSO***

*Department of Information Management, Central Police University, Taoyuan City 333, Taiwan**Haishan Precinct, New Taipei City Police Department, New Taipei City 220, Taiwan***Department of Computer Science, National Chengchi University, Taipei 116, Taiwan

2 Extracting Suspicious IP Addresses from WhatsApp Network Traffic in Cybercrime Investigations

Da-Yu KAO*, En-Cih CHANG*, Fu-Ching TSAI**

*Department of Information Management, Central Police University, Taoyuan 333, Taiwan** Department of Criminal Investigation, Central Police University, Taoyuan 333, Taiwan

6J

1116

1122


1 A Supervised Machine Learning Approach using Different Feature Selection Techniques on Voice

Satyabrata Aich*, Hee-Cheol Kim*, Kim younga**, Kueh Lee Hui***, Ahmed Abdulhakim Al-Absi**** and Mangal Sain*****

*Department of Computer Engineering, Inje University, South Korea*Department of Rehabilitation Science, Inje University, South Korea***Department of Electrical Engineering, Dong-A University, South Korea****Department of Computer Engineering, Kyungdong University- Global Campus, Gangwondo, South Korea*****Department of Computer Engineering, Dongseo University, South Korea

2 Prediction of Quality for Different Type of Wine based on Different Feature Sets Using SupervisedMachine Learning Techniques

Satyabrata Aich*, Ahmed Abdulhakim Al-Absi**, Kueh Lee Hui***, and Mangal Sain****

*Department of Computer Engineering, Inje University, South Korea**Department of Computer Engineering, Kyungdong University- Global Campus, Gangwondo, South Korea***Dept. of Electrical Engineering, Dong-A University, South Korea****Department of Computer Engineering, Dongseo University, South Korea

6J

1128

11352 Security Enhancement for Access Control Mechanism in Real-time Wireless Sensor Network

Mangal Sain*, Amlan Jyoti Chaudhray**, Satyabrata Aich***, and Hoon Jae Lee*

*Division of Computer Information Engineering, Dongseo University, Busan, South Korea**Department of ECE, Kaziranga University, Jorhat, 785-001, India***Department of Computer Engineering, Inje University, South Korea


1 A solar power generation facility state monitoring system using drone aerial photographing

Younlae Lee*, Young-Geol Lee**, Hyunah Kim***, Minjae Park**

*R&D Center, KGI, LTD., South Korea**Department of Computer Software, Daelim University, South Korea***Division of General Studies, Kyonggi University, South Kore

6J

1143

11532 SEFL: Selective Ensemble Fuzzy Learner for Cognitive Detection of Bio-Modality Spoofing in MCPS

Nishat I Mowla*, Inshil Doh**, Kijoon Chae*

*Department of Computer Science and Engineering, Ewha Womans University, 52, Ewhayeodaegil, Seodaemungu,Seoul, Korea**Department of Cyber Security,Ewha Womans University, 52, Ewhayeodaegil, Seodaemungu, Seoul, Korea


1 Detecting Anomalous Network Traffic in IoT Networks

Dang Hai Hoang*, Ha Duong Nguyen**

*Posts and Telecommunication Institute of Technology, Hanoi, Vietnam**Faculty of Information Technology, National University of Civil Engineering, Hanoi, Vietnam

6J

1159

11672 Cognitive Workload Detection from Raw EEGSignals of Vehicle Driver using Deep Learning

Mohammad A. Almogbel*, Anh H. Dang**, Wataru Kameyama****Department. of Computer Science and Communications Engineering,Graduate School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan.**GITS, Waseda University, Tokyo, Japan***Faculty of Science and Engineering, Waseda University, Tokyo, Japan


1Anh H. Dang*, Wataru Kameyama**

*GITS, Waseda University, Tokyo, Japan** Faculty of Science and Engineering, Waseda University, Tokyo, Japan

2019 21st International Conference on Advanced ...

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